My Report

Number of Variables	49
Number of Rows	12632
Missing Cells	0
Missing Cells (%)	0.0%
Duplicate Rows	0
Duplicate Rows (%)	0.0%
Total Size in Memory	5.4 MB
Average Row Size in Memory	450.0 B
Variable Types	Categorical: 6 Numerical: 43

open is skewed	Skewed
high is skewed	Skewed
low is skewed	Skewed
volume is skewed	Skewed
market_cap is skewed	Skewed
url_shares is skewed	Skewed
unique_url_shares is skewed	Skewed
reddit_posts is skewed	Skewed
reddit_posts_score is skewed	Skewed
reddit_comments is skewed	Skewed

reddit_comments_score is skewed	Skewed
tweets is skewed	Skewed
tweet_spam is skewed	Skewed
tweet_followers is skewed	Skewed
tweet_quotes is skewed	Skewed
tweet_retweets is skewed	Skewed
tweet_replies is skewed	Skewed
tweet_favorites is skewed	Skewed
tweet_sentiment1 is skewed	Skewed
tweet_sentiment2 is skewed	Skewed

tweet_sentiment3 is skewed	Skewed
tweet_sentiment4 is skewed	Skewed
tweet_sentiment5 is skewed	Skewed
tweet_sentiment_impact1 is skewed	Skewed
tweet_sentiment_impact2 is skewed	Skewed
tweet_sentiment_impact3 is skewed	Skewed
tweet_sentiment_impact4 is skewed	Skewed
tweet_sentiment_impact5 is skewed	Skewed
social_score is skewed	Skewed
average_sentiment is skewed	Skewed

news is skewed	Skewed
price_score is skewed	Skewed
social_impact_score is skewed	Skewed
correlation_rank is skewed	Skewed
galaxy_score is skewed	Skewed
volatility is skewed	Skewed
percent_change_24h_rank is skewed	Skewed
medium is skewed	Skewed
youtube is skewed	Skewed
social_volume is skewed	Skewed

percent_change_24h is skewed	Skewed
market_cap_global is skewed	Skewed
close is skewed	Skewed
id has a high cardinality: 12632 distinct values	High Cardinality
asset_id has constant value "1"	Constant
id has constant length 9	Constant Length
asset_id has constant length 1	Constant Length
market_cap_rank has constant length 3	Constant Length
social_volume_24h_rank has constant length 3	Constant Length
social_score_24h_rank has constant length 3	Constant Length

id has all distinct values	Unique
percent_change_24h has 3727 (29.5%) negatives	Negatives
tweet_sentiment1 has 715 (5.66%) zeros	Zeros
tweet_sentiment_impact1 has 718 (5.68%) zeros	Zeros

id

categorical

Approximate Distinct Count	12632
Approximate Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory Size	912.9 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	9
Standard Deviation	0
Median	9
Minimum	9
Maximum	9

Sample

1st row	ID_322qz6
2nd row	ID_3239o9
3rd row	ID_323J9k
4th row	ID_323y5P
5th row	ID_324kJH

Letter

Count	83618
Lowercase Letter	28920
Space Separator	0
Uppercase Letter	54698
Dash Punctuation	0
Decimal Number	17438

id contains many words: 12629 words

id has words of constant length

asset_id

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	814.2 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	1
Standard Deviation	0
Median	1
Minimum	1
Maximum	1

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	12632

asset_id has words of constant length

open

numerical

Approximate Distinct Count	8581
Approximate Unique (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	13650.8396
Minimum	4545.0878
Maximum	61408.9298
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

open is skewed right (γ1 = 2.8055)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4545.0878
5-th Percentile	7103.2288
Q1	9166.192
Median	9671.8318
Q3	10693.4661
95-th Percentile	49326.7233
Maximum	61408.9298
Range	56863.842
IQR	1527.2741

Descriptive Statistics

Mean	13650.8396
Standard Deviation	11962.5227
Variance	1.431e+08
Sum	1.7244e+08
Skewness	2.8055
Kurtosis	6.6195
Coefficient of Variation	0.8763

open is not normally distributed (p-value 9.613035623260337e-23)

open has 2635 outliers

high

numerical

Approximate Distinct Count	8580
Approximate Unique (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	13693.8277
Minimum	4589.712
Maximum	61507.3715
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

high is skewed right (γ1 = 2.8045)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4589.712
5-th Percentile	7116.0632
Q1	9176.1266
Median	9689.7517
Q3	10706.7227
95-th Percentile	49694.2192
Maximum	61507.3715
Range	56917.6595
IQR	1530.596

Descriptive Statistics

Mean	13693.8277
Standard Deviation	12035.0959
Variance	1.4484e+08
Sum	1.7298e+08
Skewness	2.8045
Kurtosis	6.604
Coefficient of Variation	0.8789

high is not normally distributed (p-value 1.1710480528339674e-22)

high has 2622 outliers

low

numerical

Approximate Distinct Count	8581
Approximate Unique (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	13605.7231
Minimum	4267.2923
Maximum	61073.1929
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

low is skewed right (γ1 = 2.8057)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4267.2923
5-th Percentile	7091.13
Q1	9150.6046
Median	9648.4102
Q3	10688.1217
95-th Percentile	49033.9948
Maximum	61073.1929
Range	56805.9006
IQR	1537.5171

Descriptive Statistics

Mean	13605.7231
Standard Deviation	11892.3531
Variance	1.4143e+08
Sum	1.7187e+08
Skewness	2.8057
Kurtosis	6.6291
Coefficient of Variation	0.8741

low is not normally distributed (p-value 7.86681096439755e-23)

low has 2603 outliers

volume

numerical

Approximate Distinct Count	8568
Approximate Unique (%)	67.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1.1991e+09
Minimum	2.3736e+08
Maximum	5.1857e+10
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

volume is skewed right (γ1 = 25.6321)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2.3736e+08
5-th Percentile	3.9962e+08
Q1	7.6534e+08
Median	9.8206e+08
Q3	1.2706e+09
95-th Percentile	2.7238e+09
Maximum	5.1857e+10
Range	5.1619e+10
IQR	5.0522e+08

Descriptive Statistics

Mean	1.1991e+09
Standard Deviation	1.4207e+09
Variance	2.0184e+18
Sum	1.5147e+13
Skewness	25.6321
Kurtosis	895.1523
Coefficient of Variation	1.1848

volume is not normally distributed (p-value 6.2231823671069264e-24)

volume has 1453 outliers

market_cap

numerical

Approximate Distinct Count	8346
Approximate Unique (%)	66.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	2.4657e+11
Minimum	8.3938e+10
Maximum	1.1409e+12
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

market_cap is skewed right (γ1 = 2.9031)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	8.3938e+10
5-th Percentile	1.2922e+11
Q1	1.6756e+11
Median	1.7558e+11
Q3	1.9236e+11
95-th Percentile	9.2014e+11
Maximum	1.1409e+12
Range	1.057e+12
IQR	2.4801e+10

Descriptive Statistics

Mean	2.4657e+11
Standard Deviation	2.227e+11
Variance	4.9597e+22
Sum	3.1147e+15
Skewness	2.9031
Kurtosis	7.0686
Coefficient of Variation	0.9032

market_cap is not normally distributed (p-value 1.314263393708615e-22)

market_cap has 2791 outliers

url_shares

numerical

Approximate Distinct Count	2128
Approximate Unique (%)	16.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1207.707
Minimum	2
Maximum	10107
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

url_shares is skewed right (γ1 = 3.007)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2
5-th Percentile	621
Q1	985
Median	1124
Q3	1309
95-th Percentile	2085
Maximum	10107
Range	10105
IQR	324

Descriptive Statistics

Mean	1207.707
Standard Deviation	492.0407
Variance	242104.0089
Sum	1.5256e+07
Skewness	3.007
Kurtosis	23.0793
Coefficient of Variation	0.4074

url_shares is not normally distributed (p-value 3.947420114960057e-21)

url_shares has 1327 outliers

unique_url_shares

numerical

Approximate Distinct Count	1342
Approximate Unique (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	740.2426
Minimum	2
Maximum	4880
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

unique_url_shares is skewed right (γ1 = 2.7237)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2
5-th Percentile	433
Q1	630
Median	703
Q3	790
95-th Percentile	1190
Maximum	4880
Range	4878
IQR	160

Descriptive Statistics

Mean	740.2426
Standard Deviation	251.466
Variance	63235.136
Sum	9.3507e+06
Skewness	2.7237
Kurtosis	20.3224
Coefficient of Variation	0.3397

unique_url_shares is not normally distributed (p-value 3.760533514803113e-21)

unique_url_shares has 1533 outliers

reddit_posts

numerical

Approximate Distinct Count	202
Approximate Unique (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	36.365
Minimum	1
Maximum	500
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

reddit_posts is skewed right (γ1 = 2.002)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	5
Q1	13
Median	28
Q3	50
95-th Percentile	99
Maximum	500
Range	499
IQR	37

Descriptive Statistics

Mean	36.365
Standard Deviation	31.329
Variance	981.5057
Sum	459363
Skewness	2.002
Kurtosis	8.58
Coefficient of Variation	0.8615

reddit_posts is not normally distributed (p-value 1.2443665497898524e-10)

reddit_posts has 501 outliers

reddit_posts_score

numerical

Approximate Distinct Count	1502
Approximate Unique (%)	11.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	320.7848
Minimum	0
Maximum	30559
Zeros	31
Zeros (%)	0.2%
Negatives	0
Negatives (%)	0.0%

reddit_posts_score is skewed right (γ1 = 15.4603)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	26
Q1	80
Median	156
Q3	322.25
95-th Percentile	1104
Maximum	30559
Range	30559
IQR	242.25

Descriptive Statistics

Mean	320.7848
Standard Deviation	671.3193
Variance	450669.657
Sum	4.0522e+06
Skewness	15.4603
Kurtosis	486.2031
Coefficient of Variation	2.0927

reddit_posts_score is not normally distributed (p-value 6.023831217397087e-25)

reddit_posts_score has 1258 outliers

reddit_comments

numerical

Approximate Distinct Count	471
Approximate Unique (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	100.7347
Minimum	1
Maximum	1333
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

reddit_comments is skewed right (γ1 = 2.1204)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	20
Q1	41
Median	65
Q3	140
95-th Percentile	277
Maximum	1333
Range	1332
IQR	99

Descriptive Statistics

Mean	100.7347
Standard Deviation	88.7896
Variance	7883.5967
Sum	1.2725e+06
Skewness	2.1204
Kurtosis	10.2392
Coefficient of Variation	0.8814

reddit_comments is not normally distributed (p-value 4.702496578194706e-16)

reddit_comments has 528 outliers

reddit_comments_score

numerical

Approximate Distinct Count	1330
Approximate Unique (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	370.517
Minimum	0
Maximum	204230
Zeros	36
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

reddit_comments_score is skewed right (γ1 = 71.5697)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	44
Q1	130
Median	233
Q3	425
95-th Percentile	899
Maximum	204230
Range	204230
IQR	295

Descriptive Statistics

Mean	370.517
Standard Deviation	2268.5314
Variance	5.1462e+06
Sum	4.6804e+06
Skewness	71.5697
Kurtosis	5780.5551
Coefficient of Variation	6.1226

reddit_comments_score is not normally distributed (p-value 4.226703010838653e-25)

reddit_comments_score has 689 outliers

tweets

numerical

Approximate Distinct Count	5119
Approximate Unique (%)	40.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	4413.1837
Minimum	218
Maximum	139149
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweets is skewed right (γ1 = 8.9846)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	218
5-th Percentile	1530
Q1	3086
Median	3619
Q3	4279.25
95-th Percentile	10297.3
Maximum	139149
Range	138931
IQR	1193.25

Descriptive Statistics

Mean	4413.1837
Standard Deviation	3911.1979
Variance	1.5297e+07
Sum	5.5747e+07
Skewness	8.9846
Kurtosis	172.97
Coefficient of Variation	0.8863

tweets is not normally distributed (p-value 2.898055819285646e-22)

tweets has 2032 outliers

tweet_spam

numerical

Approximate Distinct Count	3174
Approximate Unique (%)	25.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1183.571
Minimum	24
Maximum	13807
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_spam is skewed right (γ1 = 2.3265)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	24
5-th Percentile	219
Q1	461
Median	811
Q3	1516.25
95-th Percentile	3515
Maximum	13807
Range	13783
IQR	1055.25

Descriptive Statistics

Mean	1183.571
Standard Deviation	1117.4137
Variance	1.2486e+06
Sum	1.4951e+07
Skewness	2.3265
Kurtosis	7.8254
Coefficient of Variation	0.9441

tweet_spam is not normally distributed (p-value 2.4100473281439983e-19)

tweet_spam has 880 outliers

tweet_followers

numerical

Approximate Distinct Count	8537
Approximate Unique (%)	67.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1.9735e+07
Minimum	696584
Maximum	6.2295e+08
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_followers is skewed right (γ1 = 8.2935)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	696584
5-th Percentile	5.8056e+06
Q1	1.1452e+07
Median	1.4083e+07
Q3	1.7546e+07
95-th Percentile	5.5837e+07
Maximum	6.2295e+08
Range	6.2225e+08
IQR	6.0937e+06

Descriptive Statistics

Mean	1.9735e+07
Standard Deviation	2.4414e+07
Variance	5.9603e+14
Sum	2.4929e+11
Skewness	8.2935
Kurtosis	122.48
Coefficient of Variation	1.2371

tweet_followers is not normally distributed (p-value 1.913398522417123e-20)

tweet_followers has 1786 outliers

tweet_quotes

numerical

Approximate Distinct Count	744
Approximate Unique (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	126.2544
Minimum	0
Maximum	60785
Zeros	12
Zeros (%)	0.1%
Negatives	0
Negatives (%)	0.0%

tweet_quotes is skewed right (γ1 = 63.6613)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	14
Q1	48
Median	70
Q3	102
95-th Percentile	344.45
Maximum	60785
Range	60785
IQR	54

Descriptive Statistics

Mean	126.2544
Standard Deviation	680.8783
Variance	463595.3225
Sum	1.5948e+06
Skewness	63.6613
Kurtosis	5184.1447
Coefficient of Variation	5.3929

tweet_quotes is not normally distributed (p-value 4.230984999876511e-25)

tweet_quotes has 1650 outliers

tweet_retweets

numerical

Approximate Distinct Count	2948
Approximate Unique (%)	23.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1419.0646
Minimum	3
Maximum	445234
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_retweets is skewed right (γ1 = 44.6194)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	3
5-th Percentile	280
Q1	676.75
Median	881
Q3	1144
95-th Percentile	3343
Maximum	445234
Range	445231
IQR	467.25

Descriptive Statistics

Mean	1419.0646
Standard Deviation	5694.9235
Variance	3.2432e+07
Sum	1.7926e+07
Skewness	44.6194
Kurtosis	3033.7411
Coefficient of Variation	4.0132

tweet_retweets is not normally distributed (p-value 4.23104255324523e-25)

tweet_retweets has 1671 outliers

tweet_replies

numerical

Approximate Distinct Count	1927
Approximate Unique (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	544.9562
Minimum	0
Maximum	37883
Zeros	8
Zeros (%)	0.1%
Negatives	0
Negatives (%)	0.0%

tweet_replies is skewed right (γ1 = 17.3441)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	90
Q1	270
Median	367.5
Q3	503
95-th Percentile	1603.9
Maximum	37883
Range	37883
IQR	233

Descriptive Statistics

Mean	544.9562
Standard Deviation	940.3975
Variance	884347.4487
Sum	6.8839e+06
Skewness	17.3441
Kurtosis	483.8861
Coefficient of Variation	1.7256

tweet_replies is not normally distributed (p-value 9.456602335492711e-25)

tweet_replies has 1688 outliers

tweet_favorites

numerical

Approximate Distinct Count	5446
Approximate Unique (%)	43.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	4767.1187
Minimum	2
Maximum	633114
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_favorites is skewed right (γ1 = 25.5722)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2
5-th Percentile	738.55
Q1	2036
Median	2733.5
Q3	3761.25
95-th Percentile	15812.25
Maximum	633114
Range	633112
IQR	1725.25

Descriptive Statistics

Mean	4767.1187
Standard Deviation	11222.5956
Variance	1.2595e+08
Sum	6.0218e+07
Skewness	25.5722
Kurtosis	1119.8155
Coefficient of Variation	2.3542

tweet_favorites is not normally distributed (p-value 4.805642105308459e-25)

tweet_favorites has 1769 outliers

tweet_sentiment1

numerical

Approximate Distinct Count	650
Approximate Unique (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	124.4274
Minimum	0
Maximum	3692
Zeros	715
Zeros (%)	5.7%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment1 is skewed right (γ1 = 7.8199)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	83
Median	102
Q3	124
95-th Percentile	323
Maximum	3692
Range	3692
IQR	41

Descriptive Statistics

Mean	124.4274
Standard Deviation	131.9043
Variance	17398.7532
Sum	1.5718e+06
Skewness	7.8199
Kurtosis	117.2798
Coefficient of Variation	1.0601

tweet_sentiment1 is not normally distributed (p-value 1.4214815542033832e-22)

tweet_sentiment1 has 2543 outliers

tweet_sentiment2

numerical

Approximate Distinct Count	1464
Approximate Unique (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	353.1011
Minimum	5
Maximum	7677
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment2 is skewed right (γ1 = 4.6178)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	5
5-th Percentile	52
Q1	186
Median	253.5
Q3	353
95-th Percentile	1062.9
Maximum	7677
Range	7672
IQR	167

Descriptive Statistics

Mean	353.1011
Standard Deviation	380.3128
Variance	144637.8002
Sum	4.4604e+06
Skewness	4.6178
Kurtosis	38.5855
Coefficient of Variation	1.0771

tweet_sentiment2 is not normally distributed (p-value 2.1540149004987707e-21)

tweet_sentiment2 has 1586 outliers

tweet_sentiment3

numerical

Approximate Distinct Count	1533
Approximate Unique (%)	12.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	637.7897
Minimum	23
Maximum	10059
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment3 is skewed right (γ1 = 6.4664)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	23
5-th Percentile	277
Q1	463
Median	557
Q3	674
95-th Percentile	1260
Maximum	10059
Range	10036
IQR	211

Descriptive Statistics

Mean	637.7897
Standard Deviation	415.4015
Variance	172558.3756
Sum	8.0566e+06
Skewness	6.4664
Kurtosis	79.1209
Coefficient of Variation	0.6513

tweet_sentiment3 is not normally distributed (p-value 4.916685299096593e-21)

tweet_sentiment3 has 1355 outliers

tweet_sentiment4

numerical

Approximate Distinct Count	4373
Approximate Unique (%)	34.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	3043.8911
Minimum	141
Maximum	136278
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment4 is skewed right (γ1 = 12.7558)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	141
5-th Percentile	1072.55
Q1	2058.75
Median	2423
Q3	2923
95-th Percentile	7311.9
Maximum	136278
Range	136137
IQR	864.25

Descriptive Statistics

Mean	3043.8911
Standard Deviation	3088.2719
Variance	9.5374e+06
Sum	3.845e+07
Skewness	12.7558
Kurtosis	355.6499
Coefficient of Variation	1.0146

tweet_sentiment4 is not normally distributed (p-value 7.365062663166713e-24)

tweet_sentiment4 has 1820 outliers

tweet_sentiment5

numerical

Approximate Distinct Count	843
Approximate Unique (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	217.7661
Minimum	4
Maximum	5173
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment5 is skewed right (γ1 = 7.1883)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4
5-th Percentile	34
Q1	149
Median	184
Q3	228
95-th Percentile	506
Maximum	5173
Range	5169
IQR	79

Descriptive Statistics

Mean	217.7661
Standard Deviation	181.2412
Variance	32848.3798
Sum	2.7508e+06
Skewness	7.1883
Kurtosis	117.0115
Coefficient of Variation	0.8323

tweet_sentiment5 is not normally distributed (p-value 1.480088573485403e-22)

tweet_sentiment5 has 2105 outliers

tweet_sentiment_impact1

numerical

Approximate Distinct Count	7765
Approximate Unique (%)	61.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1.0687e+06
Minimum	0
Maximum	5.8239e+07
Zeros	718
Zeros (%)	5.7%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment_impact1 is skewed right (γ1 = 7.0682)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	234956
Median	335284
Q3	489166.75
95-th Percentile	5.29e+06
Maximum	5.8239e+07
Range	5.8239e+07
IQR	254210.75

Descriptive Statistics

Mean	1.0687e+06
Standard Deviation	3.1135e+06
Variance	9.6942e+12
Sum	1.35e+10
Skewness	7.0682
Kurtosis	67.8747
Coefficient of Variation	2.9134

tweet_sentiment_impact1 is not normally distributed (p-value 5.05499957150741e-25)

tweet_sentiment_impact1 has 1990 outliers

tweet_sentiment_impact2

numerical

Approximate Distinct Count	8535
Approximate Unique (%)	67.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	2.307e+06
Minimum	2363
Maximum	1.0583e+08
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment_impact2 is skewed right (γ1 = 7.3796)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2363
5-th Percentile	217551.7
Q1	763992.75
Median	1.1118e+06
Q3	1.6992e+06
95-th Percentile	7.765e+06
Maximum	1.0583e+08
Range	1.0582e+08
IQR	935207.25

Descriptive Statistics

Mean	2.307e+06
Standard Deviation	5.0088e+06
Variance	2.5088e+13
Sum	2.9142e+10
Skewness	7.3796
Kurtosis	77.541
Coefficient of Variation	2.1711

tweet_sentiment_impact2 is not normally distributed (p-value 1.171413084795393e-24)

tweet_sentiment_impact2 has 1771 outliers

tweet_sentiment_impact3

numerical

Approximate Distinct Count	8536
Approximate Unique (%)	67.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	2.3546e+06
Minimum	66220
Maximum	6.724e+07
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment_impact3 is skewed right (γ1 = 8.8608)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	66220
5-th Percentile	732672
Q1	1.3962e+06
Median	1.7105e+06
Q3	2.1052e+06
95-th Percentile	5.4225e+06
Maximum	6.724e+07
Range	6.7174e+07
IQR	708996

Descriptive Statistics

Mean	2.3546e+06
Standard Deviation	3.4053e+06
Variance	1.1596e+13
Sum	2.9744e+10
Skewness	8.8608
Kurtosis	105.5437
Coefficient of Variation	1.4462

tweet_sentiment_impact3 is not normally distributed (p-value 1.29979846324548e-21)

tweet_sentiment_impact3 has 1587 outliers

tweet_sentiment_impact4

numerical

Approximate Distinct Count	8550
Approximate Unique (%)	67.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1.2577e+07
Minimum	283159
Maximum	4.1748e+08
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment_impact4 is skewed right (γ1 = 9.7355)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	283159
5-th Percentile	3.8365e+06
Q1	7.6771e+06
Median	9.4783e+06
Q3	1.1715e+07
95-th Percentile	3.1853e+07
Maximum	4.1748e+08
Range	4.172e+08
IQR	4.0382e+06

Descriptive Statistics

Mean	1.2577e+07
Standard Deviation	1.5143e+07
Variance	2.293e+14
Sum	1.5887e+11
Skewness	9.7355
Kurtosis	159.3145
Coefficient of Variation	1.204

tweet_sentiment_impact4 is not normally distributed (p-value 9.736647203004424e-21)

tweet_sentiment_impact4 has 1653 outliers

tweet_sentiment_impact5

numerical

Approximate Distinct Count	8532
Approximate Unique (%)	67.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1.3495e+06
Minimum	4967
Maximum	8.7366e+07
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

tweet_sentiment_impact5 is skewed right (γ1 = 8.8419)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4967
5-th Percentile	83483
Q1	388803.5
Median	541324.5
Q3	749628
95-th Percentile	6.0658e+06
Maximum	8.7366e+07
Range	8.7361e+07
IQR	360824.5

Descriptive Statistics

Mean	1.3495e+06
Standard Deviation	3.334e+06
Variance	1.1116e+13
Sum	1.7047e+10
Skewness	8.8419
Kurtosis	130.0333
Coefficient of Variation	2.4706

tweet_sentiment_impact5 is not normally distributed (p-value 5.017342341712291e-25)

tweet_sentiment_impact5 has 1893 outliers

social_score

numerical

Approximate Distinct Count	8533
Approximate Unique (%)	67.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1.9899e+07
Minimum	0
Maximum	6.2325e+08
Zeros	19
Zeros (%)	0.2%
Negatives	0
Negatives (%)	0.0%

social_score is skewed right (γ1 = 8.0536)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	5.7106e+06
Q1	1.1443e+07
Median	1.4087e+07
Q3	1.7578e+07
95-th Percentile	5.611e+07
Maximum	6.2325e+08
Range	6.2325e+08
IQR	6.135e+06

Descriptive Statistics

Mean	1.9899e+07
Standard Deviation	2.5252e+07
Variance	6.3766e+14
Sum	2.5136e+11
Skewness	8.0536
Kurtosis	111.9317
Coefficient of Variation	1.269

social_score is not normally distributed (p-value 5.614481264974267e-21)

social_score has 1827 outliers

average_sentiment

numerical

Approximate Distinct Count	14
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	3.6691
Minimum	2
Maximum	4.1
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

average_sentiment is skewed left (γ1 = -3.5562)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2
5-th Percentile	3.6
Q1	3.6
Median	3.7
Q3	3.7
95-th Percentile	3.8
Maximum	4.1
Range	2.1
IQR	0.1

Descriptive Statistics

Mean	3.6691
Standard Deviation	0.08146
Variance	0.006635
Sum	46347.7
Skewness	-3.5562
Kurtosis	35.3715
Coefficient of Variation	0.0222

average_sentiment is not normally distributed (p-value 5.494619089190411e-22)

average_sentiment has 161 outliers

news

numerical

Approximate Distinct Count	122
Approximate Unique (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	25.1607
Minimum	1
Maximum	1058
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

news is skewed right (γ1 = 14.0485)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	1
Q1	18
Median	24
Q3	30
95-th Percentile	54
Maximum	1058
Range	1057
IQR	12

Descriptive Statistics

Mean	25.1607
Standard Deviation	19.5223
Variance	381.1198
Sum	317830
Skewness	14.0485
Kurtosis	645.1012
Coefficient of Variation	0.7759

news is not normally distributed (p-value 1.6768383227723558e-20)

news has 987 outliers

price_score

numerical

Approximate Distinct Count	41
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	3.002
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

price_score is skewed right (γ1 = 0.0417)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	1.9
Q1	2.9
Median	3
Q3	3.1
95-th Percentile	4.2
Maximum	5
Range	4
IQR	0.2

Descriptive Statistics

Mean	3.002
Standard Deviation	0.6506
Variance	0.4232
Sum	37921.1
Skewness	0.04167
Kurtosis	3.9491
Coefficient of Variation	0.2167

price_score is not normally distributed (p-value 5.32681049920429e-23)

price_score has 2944 outliers

social_impact_score

numerical

Approximate Distinct Count	36
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	3.7209
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

social_impact_score is skewed left (γ1 = -1.5207)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	3
Q1	3.6
Median	3.8
Q3	4
95-th Percentile	4.3
Maximum	5
Range	4
IQR	0.4

Descriptive Statistics

Mean	3.7209
Standard Deviation	0.481
Variance	0.2314
Sum	47002.8
Skewness	-1.5207
Kurtosis	3.114
Coefficient of Variation	0.1293

social_impact_score is not normally distributed (p-value 1.1038577032879506e-18)

social_impact_score has 414 outliers

correlation_rank

numerical

Approximate Distinct Count	37
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	3.2474
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

correlation_rank is skewed right (γ1 = 0.2476)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	2.4
Q1	3
Median	3.2
Q3	3.4
95-th Percentile	4.4
Maximum	5
Range	4
IQR	0.4

Descriptive Statistics

Mean	3.2474
Standard Deviation	0.6004
Variance	0.3604
Sum	41021.5
Skewness	0.2476
Kurtosis	2.2049
Coefficient of Variation	0.1849

correlation_rank is not normally distributed (p-value 2.933779499700008e-23)

correlation_rank has 2048 outliers

galaxy_score

numerical

Approximate Distinct Count	98
Approximate Unique (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	68.0426
Minimum	37
Maximum	87.5
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

galaxy_score is skewed left (γ1 = -0.3666)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	37
5-th Percentile	59
Q1	66.5
Median	68
Q3	70
95-th Percentile	77
Maximum	87.5
Range	50.5
IQR	3.5

Descriptive Statistics

Mean	68.0426
Standard Deviation	5.1422
Variance	26.4422
Sum	859514.2
Skewness	-0.3666
Kurtosis	2.6553
Coefficient of Variation	0.07557

galaxy_score is not normally distributed (p-value 4.427017423920737e-23)

galaxy_score has 2119 outliers

volatility

numerical

Approximate Distinct Count	8500
Approximate Unique (%)	67.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	0.01402
Minimum	0.00158
Maximum	0.7406
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

volatility is skewed right (γ1 = 18.5905)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0.00158
5-th Percentile	0.004306
Q1	0.00864
Median	0.01119
Q3	0.01458
95-th Percentile	0.03143
Maximum	0.7406
Range	0.739
IQR	0.005937

Descriptive Statistics

Mean	0.01402
Standard Deviation	0.01595
Variance	0.00025444
Sum	177.1513
Skewness	18.5905
Kurtosis	644.8856
Coefficient of Variation	1.1374

volatility is not normally distributed (p-value 3.468792814265851e-24)

volatility has 1334 outliers

market_cap_rank

categorical

Approximate Distinct Count	4
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	838.8 KB

The largest value (1.0) is over 4209.0 times larger than the second largest value (2.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	25264

The top 2 categories (1.0, 2.0) take over 50.0%

The largest value (10) is over 4209.0 times larger than the second largest value (20)
market_cap_rank has words of constant length

percent_change_24h_rank

numerical

Approximate Distinct Count	1097
Approximate Unique (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	812.9151
Minimum	124
Maximum	1490
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

percent_change_24h_rank is skewed left (γ1 = -0.261)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	124
5-th Percentile	467.55
Q1	754
Median	819
Q3	884
95-th Percentile	1119
Maximum	1490
Range	1366
IQR	130

Descriptive Statistics

Mean	812.9151
Standard Deviation	180.6406
Variance	32631.0359
Sum	1.0269e+07
Skewness	-0.261
Kurtosis	1.2309
Coefficient of Variation	0.2222

percent_change_24h_rank is not normally distributed (p-value 3.2877505298503555e-24)

percent_change_24h_rank has 2086 outliers

volume_24h_rank

categorical

Approximate Distinct Count	7
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory Size	838.8 KB

The largest value (2.0) is over 9.71 times larger than the second largest value (3.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3.0001
Standard Deviation	0.008897
Median	3
Minimum	3
Maximum	4

Sample

1st row	2.0
2nd row	2.0
3rd row	3.0
4th row	2.0
5th row	2.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	25265

The top 2 categories (2.0, 3.0) take over 50.0%

The largest value (20) is over 9.71 times larger than the second largest value (30)

social_volume_24h_rank

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	838.8 KB

The largest value (1.0) is over 82.11 times larger than the second largest value (2.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	25264

The top 2 categories (1.0, 2.0) take over 50.0%

The largest value (10) is over 82.11 times larger than the second largest value (20)
social_volume_24h_rank has words of constant length

social_score_24h_rank

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.0%
Missing	0
Missing (%)	0.0%
Memory Size	838.8 KB

The largest value (1.0) is over 262.17 times larger than the second largest value (2.0)

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	3
Standard Deviation	0
Median	3
Minimum	3
Maximum	3

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	25264

The top 2 categories (1.0, 2.0) take over 50.0%

The largest value (10) is over 262.17 times larger than the second largest value (20)
social_score_24h_rank has words of constant length

medium

numerical

Approximate Distinct Count	11
Approximate Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	1.0816
Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

medium is skewed right (γ1 = 9.79)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	1
Q1	1
Median	1
Q3	1
95-th Percentile	2
Maximum	12
Range	11
IQR	0

Descriptive Statistics

Mean	1.0816
Standard Deviation	0.445
Variance	0.198
Sum	13663
Skewness	9.79
Kurtosis	141.5408
Coefficient of Variation	0.4114

medium is not normally distributed (p-value 4.594996389711301e-25)

medium has 660 outliers

youtube

numerical

Approximate Distinct Count	50
Approximate Unique (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	2.4315
Minimum	1
Maximum	178
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

youtube is skewed right (γ1 = 20.9389)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	1
Q1	2
Median	2
Q3	2
95-th Percentile	5
Maximum	178
Range	177
IQR	0

Descriptive Statistics

Mean	2.4315
Standard Deviation	3.412
Variance	11.6417
Sum	30715
Skewness	20.9389
Kurtosis	796.7349
Coefficient of Variation	1.4032

youtube is not normally distributed (p-value 4.749749892591574e-25)

youtube has 3914 outliers

social_volume

numerical

Approximate Distinct Count	5800
Approximate Unique (%)	45.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	3920.7133
Minimum	1
Maximum	140431
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

social_volume is skewed right (γ1 = 5.5896)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1
5-th Percentile	21
Q1	243
Median	3334
Q3	5178
95-th Percentile	11774.35
Maximum	140431
Range	140430
IQR	4935

Descriptive Statistics

Mean	3920.7133
Standard Deviation	4824.0538
Variance	2.3271e+07
Sum	4.9526e+07
Skewness	5.5896
Kurtosis	82.7651
Coefficient of Variation	1.2304

social_volume is not normally distributed (p-value 5.044130009188572e-18)

social_volume has 527 outliers

percent_change_24h

numerical

Approximate Distinct Count	8303
Approximate Unique (%)	65.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	0.3291
Minimum	-44.6904
Maximum	34.9323
Zeros	0
Zeros (%)	0.0%
Negatives	3727
Negatives (%)	29.5%

percent_change_24h is skewed right (γ1 = 0.0021)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-44.6904
5-th Percentile	-3.9081
Q1	-0.3573
Median	0.2404
Q3	0.8683
95-th Percentile	4.9924
Maximum	34.9323
Range	79.6227
IQR	1.2257

Descriptive Statistics

Mean	0.3291
Standard Deviation	3.0394
Variance	9.2382
Sum	4157.5687
Skewness	0.002095
Kurtosis	22.9509
Coefficient of Variation	9.2348

percent_change_24h is not normally distributed (p-value 1.7267974083825603e-22)

percent_change_24h has 2776 outliers

market_cap_global

numerical

Approximate Distinct Count	8318
Approximate Unique (%)	65.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	3.9727e+11
Minimum	1.2234e+11
Maximum	2.0622e+12
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

market_cap_global is skewed right (γ1 = 2.9311)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1.2234e+11
5-th Percentile	1.9323e+11
Q1	2.5481e+11
Median	2.7161e+11
Q3	3.3349e+11
95-th Percentile	1.5447e+12
Maximum	2.0622e+12
Range	1.9399e+12
IQR	7.868e+10

Descriptive Statistics

Mean	3.9727e+11
Standard Deviation	3.8445e+11
Variance	1.478e+23
Sum	5.0183e+15
Skewness	2.9311
Kurtosis	7.316
Coefficient of Variation	0.9677

market_cap_global is not normally distributed (p-value 2.8799511648859254e-23)

market_cap_global has 1748 outliers

close

numerical

Approximate Distinct Count	8581
Approximate Unique (%)	67.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	197.4 KB
Mean	13651.2511
Minimum	4267.2923
Maximum	61259.6709
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

close is skewed right (γ1 = 2.8047)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4267.2923
5-th Percentile	7102.3999
Q1	9164.1027
Median	9667.5901
Q3	10695.827
95-th Percentile	49367.0457
Maximum	61259.6709
Range	56992.3786
IQR	1531.7242

Descriptive Statistics

Mean	13651.2511
Standard Deviation	11968.6293
Variance	1.4325e+08
Sum	1.7244e+08
Skewness	2.8047
Kurtosis	6.6125
Coefficient of Variation	0.8767

close is not normally distributed (p-value 8.158743025933327e-23)

close has 2611 outliers

Overview

Dataset Statistics

Dataset Insights

Variables

id

Length

Sample

Letter

asset_id

Length

Sample

Letter

open

Quantile Statistics

Descriptive Statistics

high

Quantile Statistics

Descriptive Statistics

low

Quantile Statistics

Descriptive Statistics

volume

Quantile Statistics

Descriptive Statistics

market_cap

Quantile Statistics

Descriptive Statistics

url_shares

Quantile Statistics

Descriptive Statistics

unique_url_shares

Quantile Statistics

Descriptive Statistics

reddit_posts

Quantile Statistics

Descriptive Statistics

reddit_posts_score

Quantile Statistics

Descriptive Statistics

reddit_comments

Quantile Statistics

Descriptive Statistics

reddit_comments_score

Quantile Statistics

Descriptive Statistics

tweets

Quantile Statistics

Descriptive Statistics

tweet_spam

Quantile Statistics

Descriptive Statistics

tweet_followers

Quantile Statistics

Descriptive Statistics

tweet_quotes

Quantile Statistics

Descriptive Statistics

tweet_retweets

Quantile Statistics

Descriptive Statistics

tweet_replies

Quantile Statistics

Descriptive Statistics

tweet_favorites

Quantile Statistics

Descriptive Statistics

tweet_sentiment1

Quantile Statistics

Descriptive Statistics

tweet_sentiment2

Quantile Statistics

Descriptive Statistics

tweet_sentiment3

Quantile Statistics

Descriptive Statistics

tweet_sentiment4

Quantile Statistics

Descriptive Statistics

tweet_sentiment5

Quantile Statistics